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Joint modeling of generalized scale-change models for recurrent event and failure time data 期刊论文
LIFETIME DATA ANALYSIS, 2022, 页码: 33
作者:  Wang, Xiaoyu;  Sun, Liuquan
收藏  |  浏览/下载：111/0  |  提交时间：2023/02/07
Failure time  Frailty  Generalized scale-change models  Informative censoring  Joint modeling  Recurrent events  
A class of weighted estimating equations for additive hazard models with covariates missing at random 期刊论文
SCIENCE CHINA-MATHEMATICS, 2021, 页码: 20
作者:  Jin, Jin;  Ye, Peng;  Sun, Liuquan
收藏  |  浏览/下载：167/0  |  提交时间：2021/10/26
additive hazard model  censored data  kernel smoothing  missing at random  weighted estimating equation  
A beyond multiple robust approach for missing response problem 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 卷号: 155, 页码: 13
作者:  Wang, Qihua;  Su, Miaomiao;  Wang, Ruoyu
收藏  |  浏览/下载：169/0  |  提交时间：2021/04/26
Model misspecification  Curse of dimension  Inverse probability weight  Imputation  
NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
作者:  Xiong, Jiankang;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
收藏  |  浏览/下载：216/0  |  提交时间：2021/01/14
single-cell RNA sequencing  elastic embedding  neural networks  large-scale  stochastic optimization  parametric models  generalizable models  
Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2018, 卷号: 46, 期号: 2, 页码: 233-245
作者:  Wang, Qihua;  Wang, Xuan
收藏  |  浏览/下载：220/0  |  提交时间：2018/07/30
Censored data  heteroscedasticity  transformation regression model  
Consistent test for parametric models with right-censored data using projections 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2018, 卷号: 118, 页码: 112-125
作者:  Sun, Zhihua;  Ye, Xue;  Sun, Liuquan
收藏  |  浏览/下载：296/0  |  提交时间：2018/07/30
Consistent test  Curse-of-dimensionality-free  Empirical process  Projection  Right-censored data  
A class of partially linear transformation models for recurrent gap times 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 卷号: 47, 期号: 3, 页码: 739-766
作者:  Han, Miao;  Han, Dongxiao;  Sun, Liuquan
收藏  |  浏览/下载：214/0  |  提交时间：2018/07/30
Estimating equations  Gap times  Local polynomials  Partially linear transformation models  Recurrent events  
A varying-coefficient approach to estimating multi-level clustered data models 期刊论文
TEST, 2015, 卷号: 24, 期号: 2, 页码: 417-440
作者:  You, Jinhong;  Wan, Alan T. K.;  Liu, Shu;  Zhou, Yong
收藏  |  浏览/下载：141/0  |  提交时间：2018/07/30
Asymptotic normality  Correlation  Nonparametric  Clustered data  Two-stage estimation  
Statistical inference using a weighted difference-based series approach for partially linear regression models 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 卷号: 102, 期号: 3, 页码: 601-618
作者:  Ai, Chunrong;  You, Jinhong;  Zhou, Yong
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
Partially linear model  Fixed effects  Difference-based method  Series approximation  Weighted estimation  Covariate selection  
Series Estimation in Partially Linear In-Slide Regression Models 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2011, 卷号: 38, 期号: 1, 页码: 89-107
作者:  You, Jinhong;  Zhou, Xian;  Zhou, Yong
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30
fixed effect  partially linear  semiparametric least squares  series approximation